3 papers
cs.AI2021
Influencing Reinforcement Learning through Natural Language Guidance
Tasmia Tasrin, Md Sultan Al Nahian, Habarakadage Perera +1
Interactive reinforcement learning agents use human feedback or instruction to help them learn in complex environments. Often, this feedback comes in the form of a discrete signal…
cs.CL2020
Visual Question Answering Using Semantic Information from Image Descriptions
Tasmia Tasrin, Md Sultan Al Nahian, Brent Harrison
In this work, we propose a deep neural architecture that uses an attention mechanism which utilizes region based image features, the natural language question asked, and semantic k…
cs.CV2019
A Hierarchical Approach for Visual Storytelling Using Image Description
Md Sultan Al Nahian, Tasmia Tasrin, Sagar Gandhi +2
One of the primary challenges of visual storytelling is developing techniques that can maintain the context of the story over long event sequences to generate human-like stories. I…